Discover Awesome MCP Servers

Mind Keg MCP

A persistent memory server that stores and retrieves atomic coding insights like architectural decisions and debugging patterns for AI agents. It enables agents to maintain institutional knowledge across sessions using semantic search and local SQLite storage.

Apps Script MCP

Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.

MCP Chat

A command-line interface application for interactive chat with AI models via the Anthropic API. It supports document retrieval, command-based prompts, and extensible tool integrations through the Model Control Protocol architecture.

pabal-web-mcp

An MCP server for converting App Store Optimization (ASO) data from platforms like App Store Connect into Web SEO data. It enables the creation of synced websites, keyword research, and automated blog content generation based on app store metadata.

Dynatrace MCP Server

A remote MCP server that enables real-time interaction with the Dynatrace observability platform, bringing production-level monitoring data directly into development workflows.

macuse

Connect AI with any macOS app. Deep integration with native apps like Calendar, Mail, Notes, plus UI control for all applications. Works with Claude, Cursor, Raycast, and any MCP-compatible AI.

Model Context Protocol Server

A server built with mcp-framework that allows users to extend Claude's capabilities by adding custom tools that can be used through the Claude Desktop client.

Airbnb-Search

An Airbnb search desktop extension that offers advanced filtering features and detailed listing information, suitable for travel planning and listing research.

quickchart-server MCP Server

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task-orchestrator

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.

Telegram MCP Server

An MCP server implementation that provides tools for interacting with the [Telegram Bot API](

MCP Server on Vercel

A template for running Model Context Protocol servers on Vercel with Redis support, allowing developers to deploy their custom tools, prompts, and resources using the MCP TypeScript SDK.

Chrome DevTools MCP

Enables AI coding assistants to control and inspect a live Chrome browser for automation, debugging, performance analysis, and screenshot capture through Chrome DevTools.

SEO MCP Tools

Provides tools to extract the first or all sitemap URLs from a website's robots.txt file.

Local Vector Store MCP Server

Enables document search and retrieval using TF-IDF vector similarity across HTML and PDF files. Provides ingest, query, and vector store management capabilities through both HTTP API and MCP stdio interfaces.

MCP Three

Enables working with 3D models by converting GLTF/GLB files into React Three Fiber JSX components and analyzing model structures, hierarchies, and properties for debugging and optimization.

Android Source Explorer MCP Server

Provides on-demand access to AOSP and Jetpack source code to help AI understand Android framework internals. It features a hybrid architecture using Tree-sitter and LSP for precise code extraction, cross-file navigation, and local source indexing.

DataMerge MCP

Enables AI assistants to enrich and retrieve company data by connecting to the DataMerge Company API. It supports operations such as starting enrichment jobs, fetching company records, and inspecting corporate hierarchies.

MCP Google Sheets Server

Servidor de Protocolo de Contexto del Modelo (MCP) que permite la interacción con Hojas de Cálculo de Google.

Tilt MCP Server

Enables AI assistants to interact with Tilt development workflows, including monitoring resource status, managing resources (enable/disable/trigger), accessing logs, and configuring Tiltfile arguments through natural language.

meshledger-mcp-server

AI-to-AI economic marketplace with on-chain USDC escrow on Base L2. Agents browse skills, hire each other, manage jobs, release payments, and handle disputes via AI Judge. 15 MCP tools, reputation scoring.

wecom-doc-mcp

Allows AI assistants to fetch and read Enterprise WeChat documents in real time using cookie authentication and HTML-to-Markdown conversion.

M/M/1 Queue Simulation Server

Provides comprehensive M/M/1 queuing system simulation capabilities including theoretical calculations, parameter validation, SimPy simulation execution, and comparison of simulation results with theoretical metrics.

Scrapy MCP Server

A powerful web scraping MCP server built on Scrapy and FastMCP that supports multiple scraping methods (HTTP, Scrapy, browser automation), anti-detection techniques, form handling, and concurrent crawling. Designed for commercial environments with enterprise-grade features like intelligent retry mechanisms, performance monitoring, and configurable data extraction.

New Relic MCP Server

Enables AI assistants to interact with New Relic monitoring and observability data through programmatic access to New Relic APIs. Supports APM management, NRQL queries, alert policies, synthetic monitoring, dashboards, infrastructure monitoring, and deployment tracking.

Speak AI MCP Server

Connects Speak AI transcription and insight data to Claude and ChatGPT, enabling natural language queries for summaries, action items, and quotes from recordings.

Remote MCP Server

A deployable Model Context Protocol server for Cloudflare Workers that allows running custom AI tools without authentication requirements.

AppsFlyer MCP Server

Integrates AppsFlyer analytics data with AI assistants, allowing users to fetch various aggregate data reports from AppsFlyer Pull API with secure authentication.

DB & Calculator MCP Server

A Model Context Protocol server providing tools for SQLite database operations (query, add, update, delete users) and mathematical calculations including basic arithmetic, expression evaluation, and statistical analysis.